We hypothesized that GA may ameliorate impaired insulin signal transduction and enhance glucose utilization via improving insulin sensitivity, and modulate lipid metabolism by the enhancement of ATGL expression, resulting in decreasing hyperglycemia and fat accumulation in perirenal adipose tissues of HFD rats as the consequence (Figure 4). Here, PNPLA2 is linked to Hyperglycemia.